An interpretable machine learning model for predicting 28-day mortality in patients with sepsis-associated liver injury

• Chengli Wen ,

  Contributed equally to this work with: Chengli Wen, Xu Zhang

  Roles Project administration, Writing – original draft

  Affiliation Department of Intensive Care Medicine, Department of Critical Care Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China

  https://orcid.org/0000-0001-8956-8898

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• Xu Zhang ,

  Contributed equally to this work with: Chengli Wen, Xu Zhang

  Roles Writing – original draft

  Affiliation Luzhou Key Laboratory of Human Microecology and Precision Diagnosis and Treatment, Luzhou, China

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• Yong Li,

  Roles Writing – original draft

  Affiliation Southwest Medical University, Luzhou, China

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• Wanmeng Xiao,

  Roles Data curation

  Affiliations Luzhou Key Laboratory of Human Microecology and Precision Diagnosis and Treatment, Luzhou, China, Department of Gastroenterology, The Affiliated Hospital, Southwest Medical University, Luzhou, China

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• Qinxue Hu,

  Roles Resources

  Affiliation Department of Intensive Care Medicine, Department of Critical Care Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China

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• Xianying Lei,

  Roles Resources

  Affiliation Department of Intensive Care Medicine, Department of Critical Care Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China

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• Tao Xu,

  Roles Resources

  Affiliation Department of Intensive Care Medicine, Department of Critical Care Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China

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• Sicheng Liang,

  Roles Conceptualization

  Affiliations Luzhou Key Laboratory of Human Microecology and Precision Diagnosis and Treatment, Luzhou, China, Department of Gastroenterology, The Affiliated Hospital, Southwest Medical University, Luzhou, China

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• Xiaolan Gao,

  Roles Resources

  Affiliation Department of Intensive Care Medicine, Department of Critical Care Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China

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• Chao Zhang,

  Roles Data curation

  Affiliation Luzhou Key Laboratory of Human Microecology and Precision Diagnosis and Treatment, Luzhou, China

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• Zehui Yu ,

  Roles Supervision, Writing – review & editing

  * E-mail: yuzehui_swmu@outlook.com (ZY); lvmuhan@swmu.edu.cn (ML)

  Affiliation Laboratory Animal Center, Southwest Medical University, Luzhou, China

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• Muhan Lü

  Roles Supervision, Writing – review & editing

  * E-mail: yuzehui_swmu@outlook.com (ZY); lvmuhan@swmu.edu.cn (ML)

  Affiliations Luzhou Key Laboratory of Human Microecology and Precision Diagnosis and Treatment, Luzhou, China, Department of Gastroenterology, The Affiliated Hospital, Southwest Medical University, Luzhou, China

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